The statistics below represent IT contracts advertised across the London region that had Data Analyst featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 9 December 2016 with a comparison to same period over 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analyst
Rank 159 170 145
Rank change year-on-year
+11 -25
Contract jobs requiring a Data Analyst 333 316 372
As % of all contract IT jobs located in London 1.55% 1.40% 1.58%
As % of the Job Titles category 1.64% 1.47% 1.67%
Number of daily rates quoted 233 209 254
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £225 £227 £200
10% offered a daily rate of more than £600 £525 £568
UK excluding London median daily rate £340 £350 £325
% change year-on-year
-2.85% +7.69%
Number of hourly rates quoted 10 6 13
Median hourly rate £20.75 £20.75 £17.60
Median hourly rate % change year-on-year
- +17.89%
90% offered a hourly rate of more than £15.71 £18.00 £14.64
10% offered a hourly rate of more than £33.25 £67.50 £38.60
UK excluding London median hourly rate £18.94 £19.49 £15.86
% change year-on-year
-2.79% +22.89%
Data Analyst
England

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the London region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
London
Contract IT job ads with a match in the
Job Titles category
20320 21442 22317
As % of all contract IT jobs located in London 94.64% 95.04% 94.92%
Number of daily rates quoted 14519 15176 16085
Median daily rate £475 £450 £435
Median daily rate % change year-on-year
+5.55% +3.44%
90% offered a daily rate of more than £298 £288 £250
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 294 341 443
Median hourly rate £16.50 £17.50 £17.25
Median hourly rate % change year-on-year
-5.71% +1.44%
90% offered a hourly rate of more than £11.50 £10.00 £11.50
10% offered a hourly rate of more than £50.00 £42.50 £37.00
UK excluding London median hourly rate £16.50 £17.00 £16.00
% change year-on-year
-2.94% +6.25%

Data Analyst
Jobs Demand Trend in London

The demand trend of IT contracts across the London region that featured Data Analyst in the job title.

Data Analyst Jobs Demand Trend in London

Data Analyst
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Analyst across the London region.

Data Analyst Daily Rate Trend in London

Data Analyst
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analyst across the London region over the 3 months to 9 December 2016.

Data Analyst Daily Rate Histogram in London

Data Analyst
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Analyst across the London region.

Data Analyst Hourly Rate Trend in London

Data Analyst
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analyst across the London region over the 3 months to 9 December 2016.

Data Analyst Hourly Rate Histogram in London

Data Analyst
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analyst within the London region over the 3 months to 9 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -10 53 £450 +12.50% 11
Canary Wharf +3 3 £475 +48.43%
Brentford +9 2 - -
Kingston Upon Thames +2 2 - - 3
Docklands, London -1 2 £400 +18.51%
Hackney - 2 £175 -
Enfield - 2 - -
Croydon -18 1 £425 +13.33%
Barking - 1 - -
Data Analyst
England

Data Analyst Skill Set
Top 30 Related IT Skills in London

For the 6 months to 9 December 2016, Data Analyst contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region featuring Data Analyst in the job title.

1 335 (52.34%) SQL
2 228 (35.63%) Data Analysis
3 184 (28.75%) Finance
4 132 (20.63%) Data Modelling
5 120 (18.75%) Data Quality
6 114 (17.81%) Analytical Skills
6 114 (17.81%) Banking
7 111 (17.34%) Business Intelligence
8 110 (17.19%) Analytics
9 91 (14.22%) Data Management
9 91 (14.22%) Migration
10 89 (13.91%) Data Warehouse
11 82 (12.81%) MS Excel
12 77 (12.03%) Agile Software Development
13 76 (11.88%) Python
14 75 (11.72%) Microsoft
15 74 (11.56%) ETL
16 72 (11.25%) Data Migration
17 68 (10.63%) Degree
18 59 (9.22%) Oracle
19 55 (8.59%) R
20 51 (7.97%) SQL Server
21 50 (7.81%) Hadoop
22 49 (7.66%) Big Data
23 48 (7.50%) Marketing
24 46 (7.19%) SAP
25 45 (7.03%) SAS
25 45 (7.03%) Stakeholder Management
25 45 (7.03%) Visualisation
25 45 (7.03%) Relational Database

Data Analyst Skill Set
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 45 (7.03%) SAS
2 18 (2.81%) Apache Spark
3 13 (2.03%) SharePoint
4 5 (0.78%) Confluence
5 3 (0.47%) Apache
6 2 (0.31%) BizTalk Server
6 2 (0.31%) Elasticsearch
7 1 (0.16%) Apache Solr
7 1 (0.16%) Facebook Platform
7 1 (0.16%) IBM Notes
Applications
1 82 (12.81%) MS Excel
2 39 (6.09%) MS Office
3 32 (5.00%) MS PowerPoint
4 31 (4.84%) Spreadsheet
5 10 (1.56%) SPSS
6 6 (0.94%) MS Visio
7 4 (0.63%) MS Project
8 1 (0.16%) LaTeX
Business Applications
1 16 (2.50%) Dynamics CRM
2 9 (1.41%) Markit EDM
3 8 (1.25%) SAP Oil and Gas
4 6 (0.94%) Eagle PACE
5 5 (0.78%) Relativity
6 4 (0.63%) Oracle EBS R12
7 3 (0.47%) Dynamics NAV
7 3 (0.47%) SAP CO
7 3 (0.47%) SAP FI
7 3 (0.47%) SAP FI/CO
7 3 (0.47%) SAP HR
8 2 (0.31%) Dynamics AX
8 2 (0.31%) FastStats
8 2 (0.31%) Maximo
8 2 (0.31%) Oracle EBS
8 2 (0.31%) Oracle ERP
8 2 (0.31%) SAP APO
8 2 (0.31%) SAP ERP
8 2 (0.31%) SAP PM
8 2 (0.31%) SunGard APT
Cloud Services
1 17 (2.66%) Google Analytics
2 8 (1.25%) SuccessFactors
3 5 (0.78%) Cloud Computing
4 4 (0.63%) Google Tag Manager
5 3 (0.47%) Amazon AWS
5 3 (0.47%) SaaS
6 2 (0.31%) AdWords
6 2 (0.31%) Google Cloud Platform
6 2 (0.31%) Microsoft Azure
6 2 (0.31%) Office 365
7 1 (0.16%) Adobe Analytics
7 1 (0.16%) Force.com
7 1 (0.16%) Taleo
Communications & Networking
1 6 (0.94%) Firewall
1 6 (0.94%) TCP/IP
2 2 (0.31%) Intranet
3 1 (0.16%) Internet
3 1 (0.16%) Wireless
Database & Business Intelligence
1 89 (13.91%) Data Warehouse
2 51 (7.97%) SQL Server
3 50 (7.81%) Hadoop
4 49 (7.66%) Big Data
5 45 (7.03%) Relational Database
6 32 (5.00%) Data Mining
7 31 (4.84%) SQL Server Reporting Services
8 28 (4.38%) NoSQL
9 21 (3.28%) BusinessObjects
10 20 (3.13%) DB2
11 19 (2.97%) QlikView
11 19 (2.97%) SQL Server Integration Services
12 16 (2.50%) Apache Hive
13 11 (1.72%) MS Access
13 11 (1.72%) MySQL
14 10 (1.56%) Spotfire
14 10 (1.56%) SQL Server 2008
15 9 (1.41%) Data Lake
15 9 (1.41%) Oracle Database
16 8 (1.25%) Sqoop
Development Applications
1 13 (2.03%) ERwin
1 13 (2.03%) JIRA
2 5 (0.78%) Talend Open Studio
3 4 (0.63%) SQL Server Management Studio (SSMS)
4 3 (0.47%) Team Foundation Server
5 1 (0.16%) HP UFT
5 1 (0.16%) PowerDesigner
5 1 (0.16%) Selenium
General
1 184 (28.75%) Finance
2 114 (17.81%) Banking
3 48 (7.50%) Marketing
4 41 (6.41%) Investment Banking
5 37 (5.78%) Retail
6 22 (3.44%) Telecoms
7 18 (2.81%) Law
8 15 (2.34%) Legal
9 12 (1.88%) Advertising
10 9 (1.41%) Back Office
10 9 (1.41%) Financial Institution
11 7 (1.09%) Manufacturing
11 7 (1.09%) Pharmaceutical
12 6 (0.94%) Electronics
12 6 (0.94%) Front Office
12 6 (0.94%) General Ledger
13 3 (0.47%) Retail Banking
14 2 (0.31%) Corporate Banking
14 2 (0.31%) Games
15 1 (0.16%) Local Government
Libraries, Frameworks & Software Standards
1 14 (2.19%) XML
2 12 (1.88%) HTML
3 9 (1.41%) Regular Expression
4 8 (1.25%) Kafka
4 8 (1.25%) Web Services
5 6 (0.94%) .NET
5 6 (0.94%) ELK Stack
5 6 (0.94%) J2EE
5 6 (0.94%) JDBC
5 6 (0.94%) JSON
5 6 (0.94%) RESTful
5 6 (0.94%) Servlets
6 4 (0.63%) D3.js
6 4 (0.63%) XML Schema
7 3 (0.47%) CSS
7 3 (0.47%) FIX Protocol
7 3 (0.47%) Mason
7 3 (0.47%) SAP CO-PA
8 2 (0.31%) Middleware
8 2 (0.31%) Oracle Fusion
Miscellaneous
1 114 (17.81%) Analytical Skills
2 45 (7.03%) Visualisation
3 42 (6.56%) Statistics
4 30 (4.69%) Data Structures
5 27 (4.22%) Management Information System
6 23 (3.59%) Foreign Exchange (FX)
7 19 (2.97%) Data Integration
7 19 (2.97%) Mathematics
8 18 (2.81%) Data Extraction
9 16 (2.50%) Reference Data
10 14 (2.19%) Computer Science
11 13 (2.03%) Equities
12 12 (1.88%) Economics
13 11 (1.72%) Credit Risk
14 8 (1.25%) FMCG
15 7 (1.09%) Digital Media
15 7 (1.09%) User Experience
16 6 (0.94%) Data Conversion
16 6 (0.94%) Fixed Income
16 6 (0.94%) NHS
Operating Systems
1 19 (2.97%) Unix
2 14 (2.19%) Linux
3 7 (1.09%) Windows
4 2 (0.31%) Android
5 1 (0.16%) Windows 7
Processes & Methodologies
1 228 (35.63%) Data Analysis
2 132 (20.63%) Data Modelling
3 111 (17.34%) Business Intelligence
4 110 (17.19%) Analytics
5 91 (14.22%) Data Management
5 91 (14.22%) Migration
6 77 (12.03%) Agile Software Development
7 74 (11.56%) ETL
8 72 (11.25%) Data Migration
9 45 (7.03%) Stakeholder Management
10 44 (6.88%) Data Transformation
11 36 (5.63%) Data Mapping
12 35 (5.47%) Data Analytics
12 35 (5.47%) Data Cleansing
13 34 (5.31%) Business Analysis
14 33 (5.16%) CRM
15 32 (5.00%) Validation
16 29 (4.53%) Data Architecture
17 28 (4.38%) Data Governance
18 26 (4.06%) SDLC
Programming Languages
1 335 (52.34%) SQL
2 76 (11.88%) Python
3 55 (8.59%) R
4 44 (6.88%) VBA
5 21 (3.28%) C++
5 21 (3.28%) Java
6 19 (2.97%) T-SQL
7 11 (1.72%) Perl
8 10 (1.56%) C#
9 8 (1.25%) JavaScript
10 7 (1.09%) Bash Shell
10 7 (1.09%) Scala
11 6 (0.94%) PL/SQL
12 3 (0.47%) C
12 3 (0.47%) PHP
13 2 (0.31%) Go
13 2 (0.31%) MATLAB
13 2 (0.31%) Objective-C
13 2 (0.31%) Shell Script
13 2 (0.31%) VB.NET
Qualifications
1 68 (10.63%) Degree
2 20 (3.13%) Security Cleared
3 9 (1.41%) SC Cleared
4 7 (1.09%) CTC Cleared
5 5 (0.78%) CIMA
5 5 (0.78%) PhD
6 4 (0.63%) DV Cleared
6 4 (0.63%) ISEB
6 4 (0.63%) ISTQB
7 2 (0.31%) CFA
7 2 (0.31%) ISEB Practitioner
7 2 (0.31%) PMP
7 2 (0.31%) Six Sigma Green Belt
8 1 (0.16%) CBAP
8 1 (0.16%) HND
8 1 (0.16%) ITIL Certification
8 1 (0.16%) MCP
8 1 (0.16%) MCSE
8 1 (0.16%) Microsoft Certification
Quality Assurance & Compliance
1 120 (18.75%) Data Quality
2 20 (3.13%) QA
3 16 (2.50%) Solvency II
4 3 (0.47%) Actionable Recommendations
4 3 (0.47%) SLA
5 2 (0.31%) Disclosure Scotland
5 2 (0.31%) ISO20022
5 2 (0.31%) MiFID
5 2 (0.31%) Sarbanes-Oxley
6 1 (0.16%) BS7666
6 1 (0.16%) GAAP
6 1 (0.16%) SAS 70
System Software
1 6 (0.94%) Apache Flume
2 2 (0.31%) HDFS
3 1 (0.16%) Firmware
3 1 (0.16%) Samba
Systems Management
1 9 (1.41%) Thomson Reuters DACS
2 6 (0.94%) Rsyslog
3 3 (0.47%) HP Quality Center
3 3 (0.47%) Tivoli
4 2 (0.31%) Hadoop YARN
5 1 (0.16%) Tivoli Storage Manager
Vendors
1 75 (11.72%) Microsoft
2 59 (9.22%) Oracle
3 46 (7.19%) SAP
4 44 (6.88%) Tableau
5 36 (5.63%) Teradata
6 28 (4.38%) Sybase
7 22 (3.44%) Google
8 20 (3.13%) Bloomberg
9 17 (2.66%) Netezza
10 13 (2.03%) Cognos
11 12 (1.88%) Reuters
12 10 (1.56%) Salesforce.com
13 7 (1.09%) Adobe
13 7 (1.09%) Yardi
14 6 (0.94%) Splunk
15 5 (0.78%) Talend
16 4 (0.63%) GoldenSource
16 4 (0.63%) IBM
16 4 (0.63%) Omniture
16 4 (0.63%) Workday
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